Everyone’s a 4.6.
Go look. Scroll through Yelp, Google, Tripadvisor, whatever you want. Page after page, block after block, restaurant after restaurant… 4.6 stars. Sometimes 4.5. Occasionally a 4.7 if they’re lucky. But mostly, just… 4.6.
And that’s the problem.
At some point, star ratings stopped meaning much. A sushi spot with roaches in the back can carry the same score as the one flying in fresh uni from Hokkaido. A bagel place serving frozen dough out of a ghost kitchen can sit right beside a hand-rolled, kettle-boiled, 30-year-old institution. Why? Because the rating system never evolved. It got hijacked by volume, fake reviews, passive customers, review campaigns, and SEO games. Everyone’s gaming it. No one’s really winning.
We built a decision framework on numbers that barely tell the full story. And it shows.
People don’t trust the score the way they used to. They open a map, see a dozen places sitting between 4.5 and 4.7, and end up picking whatever is closest, whatever looks best in the photos, or whatever TikTok told them to try.
But what if there was something better?
What if you could actually understand a business based on how it’s trending? How it compares to others nearby? What customers are saying at scale, not just in a handful of cherry-picked quotes? What if you could see through the noise and know where the best place was for you, not just whoever managed to stack the most five-star reviews?
That would change everything.
And not just for customers. For business owners too. Right now, a business can work its ass off for years and still sit below a competitor that caught a few hot weekends and learned how to work the review machine. The current system barely rewards consistency, improvement, or real momentum because almost none of that is visible in the final score.
But the information is there.
If something existed that didn’t just count reviews but interpreted them — in the context of your neighborhood, your category, your competitors, and your own momentum over time — it would completely change how reputation gets understood.
Star ratings would stop being the whole story. Customers would make better decisions. Businesses would have a clearer picture of what is actually happening, what is improving, what is slipping, and how they really stack up.
We’ve been using essentially the same system for over a decade. It’s stale. It’s easy to manipulate. And it leaves both sides staring at the same vague decimal.
Perhaps it’s time for something smarter.